{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T02:04:08Z","timestamp":1760148248503,"version":"build-2065373602"},"reference-count":133,"publisher":"MDPI AG","issue":"4","license":[{"start":{"date-parts":[[2023,4,13]],"date-time":"2023-04-13T00:00:00Z","timestamp":1681344000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100002347","name":"Federal Ministry of Education and Research Germany (BMBF)","doi-asserted-by":"publisher","award":["BMBF-01UG1888AX","BMBF-01UG1888BX"],"award-info":[{"award-number":["BMBF-01UG1888AX","BMBF-01UG1888BX"]}],"id":[{"id":"10.13039\/501100002347","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IJGI"],"abstract":"<jats:p>In this paper, we introduce applications of Artificial Intelligence techniques, such as Decision Trees and Semantic Reasoning, for semi-automatic and semantic-model-based decision-making for archaeological feature comparisons. This paper uses the example of Roman African Red Slip Ware (ARS) and the collection of ARS at the LEIZA archaeological research institute. The main challenge is to create a Digital Twin of the ARS objects and artefacts using geometric capturing and semantic modelling of archaeological information. Moreover, the individualisation and comparison of features (appliqu\u00e9s), along with their visualisation, extraction, and rectification, results in a strategy and application for comparison of these features using both geometrical and archaeological aspects with a comprehensible rule set. This method of a semi-automatic semantic model-based comparison workflow for archaeological features on Roman ceramics is showcased, discussed, and concluded in three use cases: woman and boy, human\u2013horse hybrid, and bears with local twists and shifts.<\/jats:p>","DOI":"10.3390\/ijgi12040167","type":"journal-article","created":{"date-parts":[[2023,4,14]],"date-time":"2023-04-14T01:32:03Z","timestamp":1681435923000},"page":"167","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["A Semi-Automatic Semantic-Model-Based Comparison Workflow for Archaeological Features on Roman Ceramics"],"prefix":"10.3390","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3246-3531","authenticated-orcid":false,"given":"Florian","family":"Thiery","sequence":"first","affiliation":[{"name":"Leibniz-Zentrum f\u00fcr Arch\u00e4ologie (LEIZA), Department of Scientific IT and Research Software Engineering, 55116 Mainz, Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1666-0348","authenticated-orcid":false,"given":"Jonas","family":"Veller","sequence":"additional","affiliation":[{"name":"i3mainz\u2014Institute for Spatial Information and Surveying Technology, School of Technology, Hochschule Mainz University of Applied Sciences, 55128 Mainz, Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7640-1247","authenticated-orcid":false,"given":"Laura","family":"Raddatz","sequence":"additional","affiliation":[{"name":"i3mainz\u2014Institute for Spatial Information and Surveying Technology, School of Technology, Hochschule Mainz University of Applied Sciences, 55128 Mainz, Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1631-9115","authenticated-orcid":false,"given":"Louise","family":"Rokohl","sequence":"additional","affiliation":[{"name":"Leibniz-Zentrum f\u00fcr Arch\u00e4ologie (LEIZA), 55116 Mainz, Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5168-7154","authenticated-orcid":false,"given":"Frank","family":"Boochs","sequence":"additional","affiliation":[{"name":"i3mainz\u2014Institute for Spatial Information and Surveying Technology, School of Technology, Hochschule Mainz University of Applied Sciences, 55128 Mainz, Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7634-5342","authenticated-orcid":false,"given":"Allard W.","family":"Mees","sequence":"additional","affiliation":[{"name":"Leibniz-Zentrum f\u00fcr Arch\u00e4ologie (LEIZA), Department of Scientific IT and Research Software Engineering, 55116 Mainz, Germany"}]}],"member":"1968","published-online":{"date-parts":[[2023,4,13]]},"reference":[{"key":"ref_1","first-page":"581","article-title":"K\u00fcnstliche Intelligenz: Digitales Verstehen","volume":"9\u201310","author":"Wahlster","year":"2019","journal-title":"Naturwissenschaftliche Rundsch."},{"key":"ref_2","first-page":"2","article-title":"Archaeology 4.0: Archaeology in the Third Era of Computing","volume":"1","author":"Thiery","year":"2019","journal-title":"Squirrel Pap."},{"key":"ref_3","unstructured":"Loyal, A.E. 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